語言:

A new artistic information extraction method with multi channels and guided filters for calligraphy works

Zheng, Xia ; Miao, Qiguang ; Shi, Zhenghao ; Fan, Yachun ; Shui, Wuyang

Multimedia tools and applications, 2016-07, Vol.75 (14), p.8719-8744 [同儕審閱期刊]

可取得全文

引用被引用

傳送到

題名:
A new artistic information extraction method with multi channels and guided filters for calligraphy works
著者: Zheng, Xia ; Miao, Qiguang ; Shi, Zhenghao ; Fan, Yachun ; Shui, Wuyang
主題: Calligraphy ; Channels ; Chinese culture ; Color ; Computer Communication Networks ; Computer Science ; Counterfeiting ; Data Structures and Information Theory ; Extraction ; Filtering ; Information retrieval ; Multimedia Information Systems ; Noise ; Special Purpose and Application-Based Systems ; Strategy ; Tablets ; Visual perception ; Writing
所屬期刊: Multimedia tools and applications, 2016-07, Vol.75 (14), p.8719-8744
描述: The artistic beauty of Chinese calligraphy is constituted by two elements: form and spirit . To learn and study calligraphy works, both of form and spirit should be extracted correctly. However, most currently used calligraphy image extraction methods can only obtain form information. To address this problem, an extraction method, based on multi-channel and guided filters, is proposed in this study. The proposed method consists of three major operations: color space transformation, tablet and writing discrimination, and information extraction using guided filter. To simulate the human visual perception of calligraphy work, the color space of a calligraphy image is converted from RGB to CIELAB firstly. Then the calligraphy image is distinguished as either a tablet or a writing based on channel b . Finally, information extraction using guided filter is performed. For a tablet, a two-stage guided filtering strategy based on L channel is employed to reduce noise and obtain form information. For a writing, a guided filter based on channels L and a is used to extract both form and spirit information. To demonstrate the accuracy and efficiency of the proposed method, comparison experiments are implemented on both types of images. Experimental results reveal the advantages of the proposed method.
出版者: New York: Springer US
語言: 英文
識別號: ISSN: 1380-7501
EISSN: 1573-7721
DOI: 10.1007/s11042-015-2788-x
資源來源: SpringerLink Journals AutoHoldings

返回到檢索清單

A new artistic information extraction method with multi channels and guided filters for calligraphy works

Zheng, Xia ; Miao, Qiguang ; Shi, Zhenghao ; Fan, Yachun ; Shui, Wuyang

正在檢索遠程資料庫，請稍等